Data curation pipeline

Example 1

  • If you have an input CSV file only
csv_filepath <- csv_filepath <- system.file("extdata", "MBP.csv", package = "hdxstats") # input csv with HDX-MS datas
output_file = "/home/sanjuan/research/hdxstats/vignettes/data/MBP_qDF.rsd" # QFeatures object output path
output_parameters = "/home/sanjuan/research/hdxstats/vignettes/data/MBP_qDF.hdxp"

# Run data curation pipeline using 'interactive' mode
hdx_data <- extract_hdx_data(csv_filepath, save_qDF = output_file, save_parameters = output_parameters, interactive = TRUE)
[1] "INFO: You gave me a CSV file of your HDX-MSM data"
[1] "INFO: I will pre-process your data parse it using QFeatures ..."
[1] "INFO: You chose 'interactive' mode to parse the columns from your CSV content and define parameters to format your output QFeatures data object."
[1] "INFO: I found these columns in your input CSV file"
 [1] "hx_sample"     "pep_start"     "pep_end"       "pep_sequence"  "pep_charge"    "d"             "confidence"    "score"         "hx_time"       "time_unit"    
[11] "replicate_cnt"
[1] "INFO: Specify the column name indicating the starting peptide residue numbers... OR, enter NA"
pep_start
[1] "INFO: Specify the column name indicating the ending peptide residue numbers... OR, enter NA"
pep_end
[1] "INFO: Specify the column name indicating the peptide sequences... OR, enter NA"
pep_sequence
[1] "INFO: Specify the column name indicating the peptide charge state... OR, enter NA"
pep_charge
[1] "INFO: Specify the column name indicating the Deuterium uptake values ... OR, enter NA"
d
[1] "INFO: Specify the column name indicating the Deuterium exposure timepoints... OR, enter NA"
hx_time
[1] "INFO: Specify column names indicating relevant experimental conditions ... OR, enter NA"
[1] "INFO: IMPORTANT. You can provide more than one column name separared by commas (,) - I will merge them into a single label though."
hx_sample
[1] "INFO: Specify the column name indicating experimental replicates ... OR, enter NA"
replicate_cnt
[1] "INFO: OPTIONAL. Specify the columns you want to ignore. Otherwise, leave blank."
[1] "INFO: IMPORTANT. You can provide more than one column name separared by commas (,)"
[1] "INFO: OPTIONAL. Specify other column names you want to tag along - I will merge these into a single string chain. Otherwise, leave blank."
[1] "INFO: Indicate whether I should convert your 'Exposure_Time' values. Options: TRUE or FALSE"
FALSE
[1] "INFO: Saved your parameters in  /home/sanjuan/research/hdxstats/vignettes/data/MBP_qDF.hdxp"
[1] "INFO: You provided a list of 'parameters', I will extract parameters from this to format your output QFeatures data object."
[1] "INFO: Stripped your 'Exposure_Time' values from non-numeric characters."
[1] "INFO: Reformatting your data to a wide format..."
[1] "INFO: Parsing your data as a qDF object class instance. Method: parseDeutData"
[1] "WARNING: Your output data is not normalised."
[1] "INFO: Saved output data in  /home/sanjuan/research/hdxstats/vignettes/data/MBP_qDF.rsd"
[1] "INFO: I pre-processed you input CSV data content and now it's available as a QFeatures instance"

Example 2

If you have an input CSV file and a parameter_file

# INPUT
csv_filepath <- csv_filepath <- system.file("extdata", "MBP.csv", package = "hdxstats") # input csv with HDX-MS datas
parameter_file = "/home/sanjuan/research/hdxstats/vignettes/data/MBP_qDF.hdxp"

# OUTPUT
output_file = "/home/sanjuan/research/hdxstats/vignettes/data/MBP_qDF.rsd" # QFeatures object output path

# Run curation pipeline
hdx_data <- extract_hdx_data(csv_filepath, save_qDF = output_file, parameter_file = parameter_file)
[1] "INFO: You gave me a CSV file of your HDX-MSM data"
[1] "INFO: I will pre-process your data parse it using QFeatures ..."
[1] "INFO: You provided a 'parameter_file', I will extract parameters from this to format your output QFeatures data object."
[1] "INFO: You provided a list of 'parameters', I will extract parameters from this to format your output QFeatures data object."
[1] "INFO: Stripped your 'Exposure_Time' values from non-numeric characters."
[1] "INFO: Reformatting your data to a wide format..."
[1] "INFO: Parsing your data as a qDF object class instance. Method: parseDeutData"
[1] "INFO: Saving a list of 'Start' and 'End' residue numbers into the @metadata slot of output qDF object"
[1] "WARNING: Your output data is not normalised."
[1] "INFO: Saved output data in  /home/sanjuan/research/hdxstats/vignettes/data/MBP_qDF.rsd"
[1] "INFO: I pre-processed you input CSV data content and now it's available as a QFeatures instance"

CASE STUDY 1

Curate HDX-MS CSV data

Use parameter_file

csv_filepath <- csv_filepath <- system.file("extdata", "MBP.csv", package = "hdxstats")
hdx_data <- extract_hdx_data(csv_filepath, parameter_file = "../vignettes/data/MBP_qDF.hdxp")
[1] "INFO: You gave me a CSV file of your HDX-MSM data"
[1] "INFO: I will pre-process your data parse it using QFeatures ..."
[1] "INFO: You provided a 'parameter_file', I will extract parameters from this to format your output QFeatures data object."
[1] "INFO: You provided a list of 'parameters', I will extract parameters from this to format your output QFeatures data object."
[1] "INFO: Stripped your 'Exposure_Time' values from non-numeric characters."
[1] "INFO: Reformatting your data to a wide format..."
[1] "INFO: Parsing your data as a qDF object class instance. Method: parseDeutData"
[1] "INFO: Saving a list of 'Start' and 'End' residue numbers into the @metadata slot of output qDF object"
[1] "WARNING: Your output data is not normalised."
[1] "WARNING: Your output data was not saved. You can provide an output path with 'save = my_path'"
[1] "INFO: I pre-processed you input CSV data content and now it's available as a QFeatures instance"
pheatmap(t(assay(hdx_data)),
         cluster_rows = FALSE, 
         cluster_cols = FALSE,
         color = brewer.pal(n = 9, name = "BuPu"),
         main = "MBP heatmap", 
         fontsize = 14,
         legend_breaks = c(0, 1, 2, 3, 4, 5, 6, max(assay(hdx_data))),
         legend_labels = c("0", "1", "2", "3", "4", "5", "6", "Incorporation"))

Analyse Deuterium Uptake Kinetics

# INPUT
data_selection <- hdx_data[,1:100]
all_peptides <- rownames(data_selection)[[1]]
starting_parameters <- list(a = NULL, b = 0.001,  d = NULL, p = 1)

# OUTPUT
results <- analyse_kinetics(data = data_selection,
                            method = "dfit",
                            peptide_selection = all_peptides[37],
                            start = starting_parameters)
[1] "INFO: Performing differential fitting of Deuterium uptake kinetics. Method: 'hdxstats::differentialUptakeKinetics' "
[1] "INFO: You did not specify a 'formula' for your fitting model."
[1] "INFO: Fitting will be performed for (default): 'formula <- value ~ a * (1 - exp(-b*(timepoint)^p)) + d' "
Warning in fitting_method(object = data, feature = peptide_selection, start = starting_parameters) :
  NAs introduced by coercion

Visualise Functional Analysis Results

View fitting curves of Deu-uptake kinetics for all available conditions associated to selected peptides

graphics_kinetics <- visualise_hdx_data(results, type="kinetics") 
[1] "INFO: I found  7  models in your results data."
graphics_kinetics

Play with another selection

# INPUT
data_selection <- hdx_data[,1:24]
all_peptides <- rownames(data_selection)[[1]]
starting_parameters <- list(a = NULL, b = 0.001,  d = NULL, p = 1)

# OUTPUT
results <- analyse_kinetics(data = data_selection,
                            method = "fit",
                            peptide_selection = all_peptides,
                            start = starting_parameters)
[1] "INFO: Performing fitting of Deuterium uptake kinetics. Method: 'hdxstats::fitUptakeKinetics' "
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
[1] "Could not fit model, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
[1] "Could not fit model, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
[1] "Could not fit model, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
[1] "Could not fit model, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
[1] "Could not fit model, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
[1] "Could not fit model, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
[1] "Could not fit model, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
[1] "Could not fit model, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
[1] "Could not fit model, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
[1] "Could not fit model, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
[1] "Could not fit model, likely exessive missing values"
graphics_kinetics <- visualise_hdx_data(results, type="kinetics")
[1] "INFO: I found  100  models in your results data"
[1] "INFO: You selected 'kinetics' to visualise from your results"
graphics_forest <- visualise_hdx_data(results, type="forest")
[1] "INFO: I found  100  models in your results data."
[1] "INFO: You selected 'forest' to visualise from your results"

Combine graphical outputs in a single canvas

(graphics_kinetics[[1]] | graphics_kinetics[[2]] | graphics_kinetics[[3]]) /
  (graphics_forest[[1]] | graphics_forest[[2]] | graphics_forest[[3]] ) 

CASE STUDY 2

Single-domain antibody (sdAb) binding assays to HOIP

Curate HDX-MS CSV data

Use parameter_file

csv_filepath <- "/home/sanjuan/R/x86_64-pc-linux-gnu-library/4.2/hdxstats/extdata/N64184_1a2_state.csv"
hdx_data <- extract_hdx_data(csv_filepath, parameter_file = "../vignettes/data/N64184_1a2_state.hdxp")
[1] "INFO: You gave me a CSV file of your HDX-MSM data"
[1] "INFO: I will pre-process your data parse it using QFeatures ..."
[1] "INFO: You provided a 'parameter_file', I will extract parameters from this to format your output QFeatures data object."
[1] "INFO: You provided a list of 'parameters', I will extract parameters from this to format your output QFeatures data object."
[1] "INFO: Stripped your 'Exposure_Time' values from non-numeric characters."
[1] "INFO: Your original_time_units == 'm'. I will convert your 'Exposure_Time' values to seconds (s)."
[1] "INFO: Your 'Replicate' column appears to be NA. I will add this column with 1 values just to label your data."
[1] "INFO: Your 'Charge' column appears to be NA. I will add this column with 0 values just to label your data."
[1] "INFO: Reformatting your data to a wide format..."
[1] "INFO: Parsing your data as a qDF object class instance. Method: parseDeutData"
[1] "INFO: Saving a list of 'Start' and 'End' residue numbers into the @metadata slot of output qDF object"
[1] "WARNING: Your output data is not normalised."
[1] "WARNING: Your output data was not saved. You can provide an output path with 'save = my_path'"
[1] "INFO: I pre-processed you input CSV data content and now it's available as a QFeatures instance"
pheatmap(t(assay(hdx_data)),
         cluster_rows = FALSE, 
         cluster_cols = FALSE,
         color = brewer.pal(n = 9, name = "BuPu"),
         main = "HOIP-RBR / dAb: Deu Incorporation", 
         fontsize = 14,
         legend_breaks = c(0, 1, 2, 3, 4, 5, 6, max(assay(hdx_data))),
         legend_labels = c("0", "1", "2", "3", "4", "5", "6", "Incorporation"))

Analyse Deuterium Uptake Kinetics

# INPUT 
data_selection <- hdx_data[,1:33]
all_peptides <- rownames(data_selection)[[1]] # get all peptides
starting_parameters <- list(a = NULL, b = 0.01,  d = NULL)
formula = value ~ a * (1 - exp(-b*(timepoint))) + d

# OUTPUT
results <- analyse_kinetics(data = data_selection, 
                            method = "dfit", 
                            peptide_selection = all_peptides[3], 
                            start = starting_parameters,
                            formula = formula)
[1] "INFO: Performing differential fitting of Deuterium uptake kinetics. Method: 'hdxstats::differentialUptakeKinetics' "
[1] "INFO: You specified your own 'formula' for your fitting model."
Warning in fitting_method(object = data, feature = peptide_selection, start = starting_parameters,  :
  NAs introduced by coercion
graphics_kinetics <- visualise_hdx_data(results, type="kinetics")
[1] "INFO: I found  11  models in your results data."
custom_colors <- scale_color_manual(values = colorRampPalette(brewer.pal(8, name = "Set2"))(11))
graphics_kinetics + custom_colors
Scale for colour is already present.
Adding another scale for colour, which will replace the existing scale.

Remove intercept Deu uptake values

[1] "INFO: You have 110 peptide-charge paired values"
[1] "INFO: For  GPGQECA_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  CAVCGWALPHNRM_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  CAVCGWALPHNRMQAL_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  CAVCGWALPHNRMQALTSCE_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  AVCGWALPHNRM_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  AVCGWALPHNRMQAL_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  AVCGWALPHNRMQALTSCE_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  VCGWALPHNRM_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  VCGWALPHNRMQA_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  VCGWALPHNRMQAL_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  VCGWALPHNRMQALTSC_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  VCGWALPHNRMQALTSCE_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  WALPHNRM_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  WALPHNRMQA_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  WALPHNRMQAL_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  WALPHNRMQALTS_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  WALPHNRMQALTSCE_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  QALTSCE_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  CTICPDC_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  CTICPDCF_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  TICPDCF_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  FRQHFTIA_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  RQHFTIA_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  RQHFTIAL_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  LKEKHITD_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  LKEKHITDM_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  LKEKHITDMVC_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  KEKHITDM_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  KEKHITDMVC_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  KEKHITDMVCPACGRPDLTDDTQL_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  MVCPACGRPDLTD_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  MVCPACGRPDLTDDTQL_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  VCPACGRPDLTDDTQL_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  PACGRPDLTD_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  PACGRPDLTDDTQL_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  IQLRESLEPDA_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  LRESLEPDA_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  RESLEPDA_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  RESLEPDAY_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  RESLEPDAYAL_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  RESLEPDAYALF_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  RESLEPDAYALFHKKLTEGVL_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  YALFHKKLTEGVL_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  ALFHKKLTEGVL_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  FHKKLTEGVL_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  HKKLTEGVL_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  MRDPKFL_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  MRDPKFLWC_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  MRDPKFLWCAQ_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  FIYEREQL_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  IYEREQL_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  REQLEATCPQCHQTF_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  EATCPQCHQTF_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  EATCPQCHQTFC_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  CVRCKRQWEEQHRGRSCE_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  CVRCKRQWEEQHRGRSCED_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  CVRCKRQWEEQHRGRSCEDFQN_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  DFQNWKRMNDPEYQAQGLAM_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  FQNWKRMNDPEY_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  FQNWKRMNDPEYQAQGL_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  FQNWKRMNDPEYQAQGLAM_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  FQNWKRMNDPEYQAQGLAMY_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: All Deu uptake values for the zero timepoint are NA. I will take the minimum across all conditions."
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  WKRMNDPEYQAQGLAM_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  KRMNDPEYQAQGLAM_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  MYLQENGIDCPKCKF_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  YLQENGIDCPKCKF_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  YLQENGIDCPKCKFSY_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  YLQENGIDCPKCKFSYA_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  LQENGIDCPKCKF_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  LQENGIDCPKCKFSYA_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  SYALARGGCMHF_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  SYALARGGCMHFHCTQCRHQFCSGC_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  LARGGCMHF_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  LARGGCMHFHCTQCRHQFCSGC_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  LARGGCMHFHCTQCRHQFCSGCY_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  ARGGCMHFHCTQCRHQFCSGC_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  HFHCTQCRHQFCSGC_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  HCTQCRHQFCSGC_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  YAKNKCPEPNC_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  RVKKSLHGHHPRDCL_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  RVKKSLHGHHPRDCLF_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  LRLQKLLQDNN_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  LRLQKLLQDNNVM_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  LRLQKLLQDNNVMF_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  RLQKLLQDNN_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: All Deu uptake values for the zero timepoint are NA. I will take the minimum across all conditions."
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: All Deu uptake values for the zero timepoint are NA. I will take the minimum across all conditions."
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: All Deu uptake values for the zero timepoint are NA. I will take the minimum across all conditions."
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: All Deu uptake values for the zero timepoint are NA. I will take the minimum across all conditions."
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: All Deu uptake values for the zero timepoint are NA. I will take the minimum across all conditions."
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: All Deu uptake values for the zero timepoint are NA. I will take the minimum across all conditions."
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: All Deu uptake values for the zero timepoint are NA. I will take the minimum across all conditions."
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: All Deu uptake values for the zero timepoint are NA. I will take the minimum across all conditions."
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: All Deu uptake values for the zero timepoint are NA. I will take the minimum across all conditions."
[1] "INFO: For  RLQKLLQDNNVM_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  RLQKLLQDNNVMF_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  QKLLQDNN_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  QKLLQDNNVMF_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  LQDNNVMF_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  NTEPPAGARAVPGGG_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  NTEPPAGARAVPGGGC_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  NTEPPAGARAVPGGGCRV_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  NTEPPAGARAVPGGGCRVIEQ_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  CQAHYKEYL_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  CQAHYKEYLVS_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  HYKEYLVS_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  VSLINAHSLDPATL_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  LINAHSLDPATL_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  INAHSLDPATL_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  LETATERYLHVRPQPLAGEDPPAY_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  ETATERYLHVRPQPLAGEDPPAY_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  ETATERYLHVRPQPLAGEDPPAYQ_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  ATERYLHVRPQPLAGEDPPAY_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  ATERYLHVRPQPLAGEDPPAYQ_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  ATERYLHVRPQPLAGEDPPAYQARL_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  ERYLHVRPQPLAGEDPPAYQ_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  ERYLHVRPQPLAGEDPPAYQARL_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  RYLHVRPQPLAGEDPPAYQARL_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: For  LQKLTEEVPLGQSIPRRRK_0 , you have 11 conditions"
[1] "INFO: You have 1 replicates, for apo"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb13_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb25_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb27_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb2_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_1"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"
[1] "INFO: You have 1 replicates, for dAb6_2"
[1] "INFO: At least one Deu uptake values for the zero timepoint is NA. I will take the minimum of all zero timepoints"

Let’s select column data for the APO state and a bound state with a single domain antibody labelled as dAb25_1

# INPUT 
data_selection <- hdx_data_nointercept[,c(1:3, 10:12)]
all_peptides <- rownames(data_selection)[[1]] # get all peptides
starting_parameters <- list(a = NULL)
formula = value ~ a * (1 - exp(-0.05*(timepoint)))

# OUTPUT
results <- analyse_kinetics(data = data_selection,
                            method = "fit",
                            peptide_selection = all_peptides, 
                            start = starting_parameters,
                            formula = formula)
[1] "INFO: Performing fitting of Deuterium uptake kinetics. Method: 'hdxstats::fitUptakeKinetics' "
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Error in which(sapply(.res, function(x) class(x) == "HdxStatModel")) : 
  argument to 'which' is not logical
graphics <- visualise_hdx_data(results, type="kinetics")
[1] "INFO: I found  110  models in your results data."
graphics[[36]] + 
graphics[[42]] +
graphics[[43]] +
graphics[[65]] +
graphics[[68]] +
graphics[[70]] +
graphics[[52]] +
graphics[[53]] +
plot_layout(guides = 'collect')

Visualise Functional Analysis Results

graphics_manhatten <- visualise_hdx_data(results, data_selection= data_selection, type="manhatten")
[1] "INFO: I found 6 columns in your data selection. I will split your data selection into two and take their difference."
[1] "X0rep1condapo"   "X30rep1condapo"  "X300rep1condapo"
[1] "X0rep1conddAb25_1"   "X30rep1conddAb25_1"  "X300rep1conddAb25_1"
Scale for x is already present.
Adding another scale for x, which will replace the existing scale.
Scale for x is already present.
Adding another scale for x, which will replace the existing scale.
Scale for x is already present.
Adding another scale for x, which will replace the existing scale.
[1] "INFO: You have  3 Manhattan plots"
graphics_manhatten[[2]] / graphics_manhatten[[3]] + plot_layout(guides = 'collect')

fasta_filepath <- system.file("extdata", "HOIP.txt", package = "hdxstats", mustWork = TRUE)
graphics_epitope <- visualise_hdx_data(results, type="epitope", level="peptide", fasta = fasta_filepath)
[1] "INFO: You input FASTA file contains 16 . I will take the first entry by default."
Warning in brewer.pal(n = 2, name = "Set2") :
  minimal value for n is 3, returning requested palette with 3 different levels
Scale for y is already present.
Adding another scale for y, which will replace the existing scale.
Scale for y is already present.
Adding another scale for y, which will replace the existing scale.
[1] "INFO: You have  2 parts for your Epitope map"
graphics_epitope[[1]]/(graphics_epitope[[2]]) + 
plot_layout(guides = 'collect') & theme(legend.position = "right")

fasta_filepath <- system.file("extdata", "HOIP.txt", package = "hdxstats", mustWork = TRUE)
graphics_epitope_heatmap <- visualise_hdx_data(results, type="epitope", level="residue", fasta = fasta_filepath)
[1] "INFO: You input FASTA file contains 16 . I will take the first entry by default."
Scale for y is already present.
Adding another scale for y, which will replace the existing scale.
Scale for y is already present.
Adding another scale for y, which will replace the existing scale.
[1] "INFO: You have  2 parts for your Epitope map"
graphics_epitope_heatmap[[1]]/(graphics_epitope_heatmap[[2]]) + 
plot_layout(guides = 'collect') & theme(legend.position = "right")

pdb_filepath <- "../vignettes/data/5edv_chainA_clean_renumbered.pdb"
fasta_filepath <- system.file("extdata", "HOIP.txt", package = "hdxstats", mustWork = TRUE)
graphics_epitope_pdbview <- visualise_hdx_data(results, 
                                               type="epitope", 
                                               level= "residue", 
                                               fasta= fasta_filepath,
                                               pdb= pdb_filepath)
[1] "INFO: You input FASTA file contains 16 . I will take the first entry by default."
[1] "Your HDX input dataset has 379 entries"
[1] "And excluding NA data you only have 379 entries"
[1] "However, your input PDB has only 286 residues in total"
[1] "Your scale limits are  0"    "Your scale limits are  1.37"
[1] "Your values will be coloured using Viridis"
graphics_epitope_pdbview #%>% setSpin()
fasta_filepath <- system.file("extdata", "HOIP.txt", package = "hdxstats", mustWork = TRUE)
qDF <- data_selection
graphics_protection_heatmap <- visualise_hdx_data(results, 
                                          type="protection", 
                                          data_selection=data_selection,
                                          level="residue",
                                          fasta = fasta_filepath)
[1] "INFO: I found 6 columns in your data selection. I will split your data selection into two and take their difference."
[1] "X0rep1condapo"   "X30rep1condapo"  "X300rep1condapo"
[1] "X0rep1conddAb25_1"   "X30rep1conddAb25_1"  "X300rep1conddAb25_1"
Scale for y is already present.
Adding another scale for y, which will replace the existing scale.
Warning in hdxdifference(object = data_selection, AAString = fasta_data[[1]],  :
  NaNs produced
Scale for y is already present.
Adding another scale for y, which will replace the existing scale.
Scale for y is already present.
Adding another scale for y, which will replace the existing scale.
[1] "INFO: You have  3 Protection/Deprotection heatmaps"
graphics_protection_heatmap[[3]][[1]] / graphics_protection_heatmap[[3]][[2]] +
    plot_layout(guides = 'collect') & theme(legend.position = "right")

fasta_filepath <- system.file("extdata", "HOIP.txt", package = "hdxstats", mustWork = TRUE)
pdb_filepath <- "../vignettes/data/5edv_chainA_clean_renumbered.pdb"

graphics_protection_pdbview <- visualise_hdx_data(results, 
                                       data_selection=data_selection,
                                       type="protection", 
                                       level="residue", 
                                       fasta=fasta_filepath, 
                                       pdb=pdb_filepath)
[1] "INFO: I found 6 columns in your data selection. I will split your data selection into two and take their difference."
[1] "X0rep1condapo"   "X30rep1condapo"  "X300rep1condapo"
[1] "X0rep1conddAb25_1"   "X30rep1conddAb25_1"  "X300rep1conddAb25_1"
Warning in hdxdifference(object = data_selection, AAString = fasta_data[[1]],  :
  NaNs produced
[1] "Your HDX input dataset has 379 entries"
[1] "And excluding NA data you only have 379 entries"
[1] "However, your input PDB has only 286 residues in total"
[1] "Your scale limits are  0"    "Your scale limits are  2.37"
[1] "Negative values will be coloured in Blue, and positive ones on Red"
[1] "Your HDX input dataset has 379 entries"
[1] "And excluding NA data you only have 379 entries"
[1] "However, your input PDB has only 286 residues in total"
[1] "Your scale limits are  0"    "Your scale limits are  2.37"
[1] "Negative values will be coloured in Blue, and positive ones on Red"
[1] "Your HDX input dataset has 379 entries"
[1] "And excluding NA data you only have 379 entries"
[1] "However, your input PDB has only 286 residues in total"
[1] "Your scale limits are  -0.39" "Your scale limits are  2.37" 
[1] "Negative values will be coloured in Blue, and positive ones on Red"
graphics_protection_pdbview
[[1]]

[[2]]

[[3]]
NA

CASE STUDY 3

Sec translocon

Curate HDX-MS CSV data

Use parameter_file

#csv_filepath <- "inst/extdata/Project_2_SecA_Cluster_Data.csv" # Original raw data
#data <- read_csv(csv_filepath)
#data$Replicate <- unlist(lapply(strsplit(data$File, split="_"), function(x) tail(x, n=1)))
#write_csv(data, file = "inst/extdata/Project_2_SecA_Cluster_Data_edited.csv")
csv_filepath <- "../inst/extdata/Project_2_SecA_Cluster_Data_edited.csv"
hdx_data <- extract_hdx_data(csv_filepath, parameter_file = "../vignettes/data/Project_2_SecA_Cluster_Data.hdxp")
[1] "INFO: You gave me a CSV file of your HDX-MSM data"
[1] "INFO: I will pre-process your data parse it using QFeatures ..."
[1] "INFO: You provided a 'parameter_file', I will extract parameters from this to format your output QFeatures data object."
[1] "INFO: You provided a list of 'parameters', I will extract parameters from this to format your output QFeatures data object."
[1] "INFO: Stripped your 'Exposure_Time' values from non-numeric characters."
[1] "INFO: Your original_time_units == 'm'. I will convert your 'Exposure_Time' values to seconds (s)."
[1] "INFO: Reformatting your data to a wide format..."
[1] "INFO: Parsing your data as a qDF object class instance. Method: parseDeutData"
[1] "INFO: Saving a list of 'Start' and 'End' residue numbers into the @metadata slot of output qDF object"
[1] "WARNING: Your output data is not normalised."
[1] "WARNING: Your output data was not saved. You can provide an output path with 'save = my_path'"
[1] "INFO: I pre-processed you input CSV data content and now it's available as a QFeatures instance"
pheatmap(t(assay(hdx_data)),
         cluster_rows = FALSE, 
         cluster_cols = FALSE,
         color = brewer.pal(n = 9, name = "BuPu"),
         main = "secA : Deu Incorporation", 
         fontsize = 14,
         legend_breaks = c(0, 1, 2, 3, 4, 5, 6, max(assay(hdx_data))),
         legend_labels = c("0", "1", "2", "3", "4", "5", "6", "Incorporation"))

Post-process the data, remove undeuterated values an normalise by exchangable amides

hdx_data_undeuterated <- mynormalisehdx(hdx_data, method = "undeuterated")
sequences <- unique(rownames(hdx_data_undeuterated)[[1]])
hdx_data_normalised <- mynormalisehdx(hdx_data_undeuterated, sequences = sequences, method = "pc")

Select data for conditions (states) of interest: secA (APO state) and secA_ADP (bound state)

data_selection <- hdx_data_normalised[,c(1:17, 63:79)]
pheatmap(t(assay(data_selection)),
         cluster_rows = FALSE, 
         cluster_cols = FALSE,
         color = brewer.pal(n = 9, name = "BuPu"),
         main = "secA heatmap", 
         fontsize = 14,
         legend_breaks = c(0, 1, 2, 3, 4, 5, 6, max(assay(data_selection))),
         legend_labels = c("0", "1", "2", "3", "4", "5", "6", "Incorporation"))

Analyse Deuterium Uptake Kinetics

all_peptides <- rownames(data_selection)[[1]] # get all peptides
starting_parameters <- list(a = NULL, b = NULL,  d = NULL, p = 1)

results <- analyse_kinetics(data = data_selection,
                            method = "fit",
                            peptide_selection = all_peptides, 
                            start = starting_parameters)
[1] "INFO: Performing fitting of Deuterium uptake kinetics. Method: 'hdxstats::fitUptakeKinetics' "
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
[1] "Could not fit model, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
[1] "Could not fit model, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
[1] "Could not fit model, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
[1] "Could not fit model, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
[1] "Could not fit model, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
[1] "Could not fit model, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
[1] "Could not fit model, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
[1] "Could not fit model, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "too few data points to fit model"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
[1] "Could not fit model, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
[1] "Could not fit model, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
[1] "Could not fit model, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
[1] "Could not fit model, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "too few data points to fit model"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "too few data points to fit model"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "too few data points to fit model"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
[1] "Could not fit model, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "too few data points to fit model"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
[1] "Could not fit model, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
[1] "Could not fit model, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "too few data points to fit model"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "too few data points to fit model"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
[1] "Could not fit model, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
[1] "Could not fit model, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "too few data points to fit model"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in nls.lm(par = start, fn = FCT, jac = jac, control = control, lower = lower,  :
  lmdif: info = 0. Improper input parameters.

Warning in nls.lm(par = start, fn = FCT, jac = jac, control = control, lower = lower,  :
  lmdif: info = 0. Improper input parameters.

Warning in nls.lm(par = start, fn = FCT, jac = jac, control = control, lower = lower,  :
  lmdif: info = 0. Improper input parameters.

Warning in nls.lm(par = start, fn = FCT, jac = jac, control = control, lower = lower,  :
  lmdif: info = 0. Improper input parameters.

Warning in nls.lm(par = start, fn = FCT, jac = jac, control = control, lower = lower,  :
  lmdif: info = 0. Improper input parameters.

Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
[1] "Could not fit model, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "too few data points to fit model"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in nls.lm(par = start, fn = FCT, jac = jac, control = control, lower = lower,  :
  lmdif: info = 0. Improper input parameters.

Warning in nls.lm(par = start, fn = FCT, jac = jac, control = control, lower = lower,  :
  lmdif: info = 0. Improper input parameters.

Warning in nls.lm(par = start, fn = FCT, jac = jac, control = control, lower = lower,  :
  lmdif: info = 0. Improper input parameters.

Warning in nls.lm(par = start, fn = FCT, jac = jac, control = control, lower = lower,  :
  lmdif: info = 0. Improper input parameters.

Warning in nls.lm(par = start, fn = FCT, jac = jac, control = control, lower = lower,  :
  lmdif: info = 0. Improper input parameters.

Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
[1] "Could not fit model, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
[1] "Could not fit model, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
[1] "Could not fit model, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
[1] "Could not fit model, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in nls.lm(par = start, fn = FCT, jac = jac, control = control, lower = lower,  :
  lmdif: info = 0. Improper input parameters.

Warning in nls.lm(par = start, fn = FCT, jac = jac, control = control, lower = lower,  :
  lmdif: info = 0. Improper input parameters.

Warning in nls.lm(par = start, fn = FCT, jac = jac, control = control, lower = lower,  :
  lmdif: info = 0. Improper input parameters.

Warning in nls.lm(par = start, fn = FCT, jac = jac, control = control, lower = lower,  :
  lmdif: info = 0. Improper input parameters.

Warning in nls.lm(par = start, fn = FCT, jac = jac, control = control, lower = lower,  :
  lmdif: info = 0. Improper input parameters.

Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "too few data points to fit model"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "too few data points to fit model"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in nls.lm(par = start, fn = FCT, jac = jac, control = control, lower = lower,  :
  lmdif: info = 0. Improper input parameters.

Warning in nls.lm(par = start, fn = FCT, jac = jac, control = control, lower = lower,  :
  lmdif: info = 0. Improper input parameters.

Warning in nls.lm(par = start, fn = FCT, jac = jac, control = control, lower = lower,  :
  lmdif: info = 0. Improper input parameters.

Warning in nls.lm(par = start, fn = FCT, jac = jac, control = control, lower = lower,  :
  lmdif: info = 0. Improper input parameters.

Warning in nls.lm(par = start, fn = FCT, jac = jac, control = control, lower = lower,  :
  lmdif: info = 0. Improper input parameters.

Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
[1] "Could not fit model, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in nls.lm(par = start, fn = FCT, jac = jac, control = control, lower = lower,  :
  lmdif: info = 0. Improper input parameters.

Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
[1] "Could not fit model, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
[1] "Could not fit model, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "too few data points to fit model"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
[1] "Could not fit model, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "too few data points to fit model"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "too few data points to fit model"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in nls.lm(par = start, fn = FCT, jac = jac, control = control, lower = lower,  :
  lmdif: info = 0. Improper input parameters.

Warning in nls.lm(par = start, fn = FCT, jac = jac, control = control, lower = lower,  :
  lmdif: info = 0. Improper input parameters.

Warning in nls.lm(par = start, fn = FCT, jac = jac, control = control, lower = lower,  :
  lmdif: info = 0. Improper input parameters.

Warning in nls.lm(par = start, fn = FCT, jac = jac, control = control, lower = lower,  :
  lmdif: info = 0. Improper input parameters.

Warning in nls.lm(par = start, fn = FCT, jac = jac, control = control, lower = lower,  :
  lmdif: info = 0. Improper input parameters.

Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
[1] "Could not fit model, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "too few data points to fit model"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "too few data points to fit model"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
[1] "Could not fit model, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "too few data points to fit model"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
[1] "Could not fit model, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in nls.lm(par = start, fn = FCT, jac = jac, control = control, lower = lower,  :
  lmdif: info = 0. Improper input parameters.

Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in max(data$value) :
  no non-missing arguments to max; returning -Inf
Warning in min(data$value) :
  no non-missing arguments to min; returning Inf
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Error in nlsModel(formula, mf, start, wts) : 
  singular gradient matrix at initial parameter estimates
[1] "Could not fit model, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
Warning in nls.lm(par = start, fn = FCT, jac = jac, control = control, lower = lower,  :
  lmdif: info = 0. Improper input parameters.

Warning in nls.lm(par = start, fn = FCT, jac = jac, control = control, lower = lower,  :
  lmdif: info = 0. Improper input parameters.

Warning in nls.lm(par = start, fn = FCT, jac = jac, control = control, lower = lower,  :
  lmdif: info = 0. Improper input parameters.

Warning in nls.lm(par = start, fn = FCT, jac = jac, control = control, lower = lower,  :
  lmdif: info = 0. Improper input parameters.

Warning in nls.lm(par = start, fn = FCT, jac = jac, control = control, lower = lower,  :
  lmdif: info = 0. Improper input parameters.

Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "model fit failed, likely exessive missing values"
Warning in differentialUptakeKinetics(object = object, feature = x, start = start,  :
  NAs introduced by coercion
[1] "too few data points to fit model"
Warning in pf(q = Fstat, df1 = d1, df2 = d2, lower.tail = FALSE) :
  NaNs produced
Warning in pf(q = modFstat, df1 = d1, df2 = d2, lower.tail = FALSE) :
  NaNs produced
results$functional_analysis@results
DataFrame with 207 rows and 8 columns
                  Fstat.Fstat Fstat.numerator Fstat.denomenator       pvals         fdr ebayes.pvals  ebayes.fdr fitcomplete
                       <list>          <list>            <list>   <numeric>   <numeric>    <numeric>   <numeric>   <integer>
LGGTQ_1               0.39418      0.00179856        0.00456279 8.10901e-01 8.65522e-01  7.91645e-01 8.44969e-01           1
IINAME_1              3.62553     0.000566605       0.000156282 1.89954e-02 2.98707e-02  1.50896e-02 2.39112e-02           2
AMEPEM_1              13.6476     0.000866693       6.35052e-05 4.02221e-06 1.27473e-05  3.11208e-06 1.03401e-05           3
MEPEM_1               21.7177      0.00159295       7.33478e-05 5.65838e-08 2.77530e-07  4.01299e-08 1.96827e-07           4
EKLSDEELKGKTAE_3       6.6861     6.27213e-05       9.38085e-06 9.17602e-04 1.78326e-03  2.45380e-03 4.47330e-03           5
...                       ...             ...               ...         ...         ...          ...         ...         ...
PGMQG_1              0.532127      0.00530825        0.00997554    0.714016    0.770090     0.673167    0.726034         203
VTGTMFL_1            0.219675       0.0176995         0.0805714    0.922320    0.969377     0.902352    0.948391         204
VYAAQSTHLPLKVNM_3           0               0        -0.0071947         NaN         NaN          NaN         NaN         205
MSSQYESA_2          0.0532756     7.26243e-05        0.00136318    0.994151    1.000000     0.992858    1.000000         206
SSQYESAL_2         -0.0399229    -0.000804406          0.020149    1.000000    1.000000     1.000000    1.000000         207
graphics_kinetics <- visualise_hdx_data(results, type = "kinetics")
[1] "INFO: I found  207  models in your results data."
graphics_forest <- visualise_hdx_data(results, type="forest")
[1] "INFO: I found  207  models in your results data."
Error in t.test.default(x = DATA[[1L]], y = DATA[[2L]], ...) : 
  not enough 'x' observations
graphics_kinetics[[4]] + graphics_kinetics[[24]] + graphics_kinetics[[25]]

Visualise Functional Analysis Results

graphics_manhattan <- visualise_hdx_data(results, data_selection= data_selection, type="manhattan")
[1] "INFO: I found 34 columns in your data selection. I will split your data selection into two and take their difference."
 [1] "X0rep291018_SecA_REF_5condSecA"            "X0rep291018_SecA_REF_4condSecA"            "X0rep291018_SecA_REF_3condSecA"           
 [4] "X0rep291018_SecA_REF_2condSecA"            "X0rep291018_SecA_REF_1condSecA"            "X15rep011118_SecA_15sec_1condSecA"        
 [7] "X15rep011118_SecA_15sec_2condSecA"         "X15rep011118_SecA_15sec_3condSecA"         "X60rep011118_SecA_1min_1condSecA"         
[10] "X60rep011118_SecA_1min_2condSecA"          "X60rep011118_SecA_1min_3condSecA"          "X300rep011118_SecA_5min_1condSecA"        
[13] "X300rep011118_SecA_5min_2condSecA"         "X300rep011118_SecA_5min_3condSecA"         "X1800.00012rep011118_SecA_30min_1condSecA"
[16] "X1800.00012rep011118_SecA_30min_2condSecA" "X1800.00012rep011118_SecA_30min_3condSecA"
 [1] "X0rep291018_SecA_REF_5condSecA_ADP"                "X0rep291018_SecA_REF_4condSecA_ADP"               
 [3] "X0rep291018_SecA_REF_3condSecA_ADP"                "X0rep291018_SecA_REF_2condSecA_ADP"               
 [5] "X0rep291018_SecA_REF_1condSecA_ADP"                "X15rep311018_SecA_ADP_15sec_4condSecA_ADP"        
 [7] "X15rep311018_SecA_ADP_15sec_3condSecA_ADP"         "X15rep301018_SecA_ADP_15sec_2condSecA_ADP"        
 [9] "X60rep311018_SecA_ADP_1min_3condSecA_ADP"          "X60rep311018_SecA_ADP_1min_2condSecA_ADP"         
[11] "X60rep311018_SecA_ADP_1min_1condSecA_ADP"          "X300rep311018_SecA_ADP_5min_3condSecA_ADP"        
[13] "X300rep311018_SecA_ADP_5min_2condSecA_ADP"         "X300rep311018_SecA_ADP_5min_1condSecA_ADP"        
[15] "X1800.00012rep311018_SecA_ADP_30min_3condSecA_ADP" "X1800.00012rep311018_SecA_ADP_30min_2condSecA_ADP"
[17] "X1800.00012rep311018_SecA_ADP_30min_1condSecA_ADP"
Error in `$<-.data.frame`(`*tmp*`, "region", value = list(Start = c(4,  : 
  replacement has 385 rows, data has 207
---
title: "R Notebook"
output: html_notebook
---

# Data curation pipeline

## Example 1

* If you have an input CSV file only

```{r}
# INPUT
csv_filepath <- csv_filepath <- system.file("extdata", "MBP.csv", package = "hdxstats") # input csv with HDX-MS datas

# OUTPUT
output_file = "/home/sanjuan/research/hdxstats/vignettes/data/MBP_qDF.rsd" # QFeatures object output path
output_parameters = "/home/sanjuan/research/hdxstats/vignettes/data/MBP_qDF.hdxp"

# Run curation pipeline with 'interactive' mode
hdx_data <- extract_hdx_data(csv_filepath, save_qDF = output_file, save_parameters = output_parameters, interactive = TRUE)
```

## Example 2

If you have an input CSV file and a `parameter_file`
```{r}
# INPUT
csv_filepath <- csv_filepath <- system.file("extdata", "MBP.csv", package = "hdxstats") # input csv with HDX-MS datas
parameter_file = "/home/sanjuan/research/hdxstats/vignettes/data/MBP_qDF.hdxp"

# OUTPUT
output_file = "/home/sanjuan/research/hdxstats/vignettes/data/MBP_qDF.rsd" # QFeatures object output path

# Run curation pipeline provided 'parameter_file'
hdx_data <- extract_hdx_data(csv_filepath, save_qDF = output_file, parameter_file = parameter_file)
```

# CASE STUDY 1

## Curate HDX-MS CSV data

Use `parameter_file`
```{r}
csv_filepath <- csv_filepath <- system.file("extdata", "MBP.csv", package = "hdxstats")
hdx_data <- extract_hdx_data(csv_filepath, parameter_file = "../vignettes/data/MBP_qDF.hdxp")
```

```{r, fig.height = 12, fig.width = 12, fig.align = "center"}
pheatmap(t(assay(hdx_data)),
         cluster_rows = FALSE, 
         cluster_cols = FALSE,
         color = brewer.pal(n = 9, name = "BuPu"),
         main = "MBP: Deu Incorporation", 
         fontsize = 14,
         legend_breaks = c(0, 1, 2, 3, 4, 5, 6, max(assay(hdx_data))),
         legend_labels = c("0", "1", "2", "3", "4", "5", "6", "Incorporation"))
```

## Analyse Deuterium Uptake Kinetics

```{r}
# INPUT
data_selection <- hdx_data[,1:100]
all_peptides <- rownames(data_selection)[[1]]
starting_parameters <- list(a = NULL, b = 0.001,  d = NULL, p = 1)

# OUTPUT
results <- analyse_kinetics(data = data_selection,
                            method = "dfit",
                            peptide_selection = all_peptides[37],
                            start = starting_parameters)
```

## Visualise Functional Analysis Results

View fitting curves of Deu-uptake kinetics for all available conditions associated to selected peptides

```{r, fig.width= 4, fig.height = 2}
graphics_kinetics <- visualise_hdx_data(results, type="kinetics") 
graphics_kinetics
```

## Play with another selection

```{r}
# INPUT
data_selection <- hdx_data[,1:24]
all_peptides <- rownames(data_selection)[[1]]
starting_parameters <- list(a = NULL, b = 0.001,  d = NULL, p = 1)

# OUTPUT
results <- analyse_kinetics(data = data_selection,
                            method = "fit",
                            peptide_selection = all_peptides,
                            start = starting_parameters)
```


```{r}
graphics_kinetics <- visualise_hdx_data(results, type="kinetics")
graphics_forest <- visualise_hdx_data(results, type="forest")
```

Combine graphical outputs in a single canvas

```{r, fig.width= 22, fig.height = 10}
(graphics_kinetics[[1]] | graphics_kinetics[[2]] | graphics_kinetics[[3]]) /
  (graphics_forest[[1]] | graphics_forest[[2]] | graphics_forest[[3]] ) 
```


# CASE STUDY 2

Single-domain antibody (sdAb) binding assays to HOIP

## Curate HDX-MS CSV data

Use `parameter_file`
```{r}
csv_filepath <- "/home/sanjuan/R/x86_64-pc-linux-gnu-library/4.2/hdxstats/extdata/N64184_1a2_state.csv"
hdx_data <- extract_hdx_data(csv_filepath, parameter_file = "../vignettes/data/N64184_1a2_state.hdxp")
```

```{r, fig.height = 6, fig.width = 12, fig.align = "center"}
pheatmap(t(assay(hdx_data)),
         cluster_rows = FALSE, 
         cluster_cols = FALSE,
         color = brewer.pal(n = 9, name = "BuPu"),
         main = "HOIP-RBR / dAb: Deu Incorporation", 
         fontsize = 14,
         legend_breaks = c(0, 1, 2, 3, 4, 5, 6, max(assay(hdx_data))),
         legend_labels = c("0", "1", "2", "3", "4", "5", "6", "Incorporation"))
```

## Analyse Deuterium Uptake Kinetics 

```{r}
# INPUT 
data_selection <- hdx_data[,1:33]
all_peptides <- rownames(data_selection)[[1]] # get all peptides
starting_parameters <- list(a = NULL, b = 0.01,  d = NULL)
formula = value ~ a * (1 - exp(-b*(timepoint))) + d

# OUTPUT
results <- analyse_kinetics(data = data_selection, 
                            method = "dfit", 
                            peptide_selection = all_peptides[3], 
                            start = starting_parameters,
                            formula = formula)
```


```{r}
graphics_kinetics <- visualise_hdx_data(results, type="kinetics")

custom_colors <- scale_color_manual(values = colorRampPalette(brewer.pal(8, name = "Set2"))(11))
graphics_kinetics + custom_colors
```

Remove intercept Deu uptake values 

```{r, message = FALSE, warning = FALSE, echo = FALSE}
hdx_data_nointercept <- mynormalisehdx(hdx_data, method = "intercept")
```

Let's select column data for the APO state and a bound state with a single domain antibody labelled as `dAb25_1` 
```{r}
# INPUT 
data_selection <- hdx_data_nointercept[,c(1:3, 10:12)]
all_peptides <- rownames(data_selection)[[1]] # get all peptides
starting_parameters <- list(a = NULL)
formula = value ~ a * (1 - exp(-0.05*(timepoint)))

# OUTPUT
results <- analyse_kinetics(data = data_selection,
                            method = "fit",
                            peptide_selection = all_peptides, 
                            start = starting_parameters,
                            formula = formula)
```

```{r, fig.width= 22, fig.height = 15}
graphics <- visualise_hdx_data(results, type="kinetics")

graphics[[36]] + 
graphics[[42]] +
graphics[[43]] +
graphics[[65]] +
graphics[[68]] +
graphics[[70]] +
graphics[[52]] +
graphics[[53]] +
plot_layout(guides = 'collect')
```

## Visualise Functional Analysis Results

```{r, fig.width= 14, fig.height = 6}
graphics_manhattan <- visualise_hdx_data(results, data_selection= data_selection, type="manhattan")

graphics_manhattan[[2]] / graphics_manhattan[[3]] + plot_layout(guides = 'collect')
```


```{r, fig.width= 12, fig.height = 4}
fasta_filepath <- system.file("extdata", "HOIP.txt", package = "hdxstats", mustWork = TRUE)
graphics_epitope <- visualise_hdx_data(results, type="epitope", level="peptide", fasta = fasta_filepath)

graphics_epitope[[1]]/(graphics_epitope[[2]]) + 
plot_layout(guides = 'collect') & theme(legend.position = "right")
```


```{r, fig.width= 12, fig.height = 4}
fasta_filepath <- system.file("extdata", "HOIP.txt", package = "hdxstats", mustWork = TRUE)
graphics_epitope_heatmap <- visualise_hdx_data(results, type="epitope", level="residue", fasta = fasta_filepath)

graphics_epitope_heatmap[[1]]/(graphics_epitope_heatmap[[2]]) + 
plot_layout(guides = 'collect') & theme(legend.position = "right")
```

```{r}
# INPUT
pdb_filepath <- "/home/sanjuan/research/hdxstats/vignettes/data/5edv_chainA_clean_renumbered.pdb"
fasta_filepath <- system.file("extdata", "HOIP.txt", package = "hdxstats", mustWork = TRUE)

# OUTPUT
graphics_epitope_pdbview <- visualise_hdx_data(results, 
                                               type="epitope", 
                                               level= "residue", 
                                               fasta= fasta_filepath,
                                               pdb= pdb_filepath)
graphics_epitope_pdbview #%>% setSpin()
```

```{r}
# INPUT
fasta_filepath <- system.file("extdata", "HOIP.txt", package = "hdxstats", mustWork = TRUE)
qDF <- data_selection

# OUTPUT
graphics_protection_heatmap <- visualise_hdx_data(results, 
                                          type="protection", 
                                          data_selection=data_selection,
                                          level="residue",
                                          fasta = fasta_filepath)
```

```{r, fig.width= 12, fig.height = 4}
graphics_protection_heatmap[[3]][[1]] / graphics_protection_heatmap[[3]][[2]] +
    plot_layout(guides = 'collect') & theme(legend.position = "right")
```


```{r}
# INPUT
fasta_filepath <- system.file("extdata", "HOIP.txt", package = "hdxstats", mustWork = TRUE)
pdb_filepath <- "/home/sanjuan/research/hdxstats/vignettes/data/5edv_chainA_clean_renumbered.pdb"

# OUTPUT
graphics_protection_pdbview <- visualise_hdx_data(results, 
                                       data_selection=data_selection,
                                       type="protection", 
                                       level="residue", 
                                       fasta=fasta_filepath, 
                                       pdb=pdb_filepath)

graphics_protection_pdbview
```

# CASE STUDY 3

Sec translocon

## Curate HDX-MS CSV data

Use `parameter_file`
```{r}
#csv_filepath <- "inst/extdata/Project_2_SecA_Cluster_Data.csv" # Original raw data
#data <- read_csv(csv_filepath)
#data$Replicate <- unlist(lapply(strsplit(data$File, split="_"), function(x) tail(x, n=1)))
#write_csv(data, file = "inst/extdata/Project_2_SecA_Cluster_Data_edited.csv")
```

```{r}
csv_filepath <- "../inst/extdata/Project_2_SecA_Cluster_Data_edited.csv"
hdx_data <- extract_hdx_data(csv_filepath, parameter_file = "../vignettes/data/Project_2_SecA_Cluster_Data.hdxp")
```

```{r, fig.height = 12, fig.width = 50, fig.align = "center"}
pheatmap(t(assay(hdx_data)),
         cluster_rows = FALSE, 
         cluster_cols = FALSE,
         color = brewer.pal(n = 9, name = "BuPu"),
         main = "secA : Deu Incorporation", 
         fontsize = 14,
         legend_breaks = c(0, 1, 2, 3, 4, 5, 6, max(assay(hdx_data))),
         legend_labels = c("0", "1", "2", "3", "4", "5", "6", "Incorporation"))
```

Post-process the data, remove undeuterated values an normalise by exchangable amides
```{r}
hdx_data_undeuterated <- mynormalisehdx(hdx_data, method = "undeuterated")
sequences <- unique(rownames(hdx_data_undeuterated)[[1]])
hdx_data_normalised <- mynormalisehdx(hdx_data_undeuterated, sequences = sequences, method = "pc")
```

Select data for conditions (states) of interest: `secA` (APO state) and `secA_ADP` (bound state)
```{r}
data_selection <- hdx_data_normalised[,c(1:17, 63:79)]
```


```{r, fig.height = 12, fig.width = 50, fig.align = "center"}
pheatmap(t(assay(data_selection)),
         cluster_rows = FALSE, 
         cluster_cols = FALSE,
         color = brewer.pal(n = 9, name = "BuPu"),
         main = "secA heatmap", 
         fontsize = 14,
         legend_breaks = c(0, 1, 2, 3, 4, 5, 6, max(assay(data_selection))),
         legend_labels = c("0", "1", "2", "3", "4", "5", "6", "Incorporation"))
```

## Analyse Deuterium Uptake Kinetics

```{r}
# INPUT
all_peptides <- rownames(data_selection)[[1]] # get all peptides
starting_parameters <- list(a = NULL, b = NULL,  d = NULL, p = 1)

# OUTPUT
results <- analyse_kinetics(data = data_selection,
                            method = "fit",
                            peptide_selection = all_peptides, 
                            start = starting_parameters)
```
```{r}
results$functional_analysis@results
```

```{r}
graphics_kinetics <- visualise_hdx_data(results, type = "kinetics")
graphics_forest <- visualise_hdx_data(results, type="forest")
```

```{r, fig.height = 2, fig.width = 10, fig.align = "center"}
graphics_kinetics[[4]] + graphics_kinetics[[24]] + graphics_kinetics[[25]]
```
## Visualise Functional Analysis Results

```{r}
graphics_manhattan <- visualise_hdx_data(results, data_selection= data_selection, type="manhattan")
```

